Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Periodic Question Answering | 3 | 1 | Feb 18, 2026 | |
| Chemistry Task | 3 | 1 | Feb 18, 2026 | |
| Output-based feature description faithfulness |
| 3 |
| 1 |
| Feb 18, 2026 |
| Direction | 3 | 2 | Jun 16, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Meta-review summarization | 3 | 1 | Feb 18, 2026 |
|---|
| Instruction Fine-tuning | 3 | 3 | May 8, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Open-world Relation Extraction | 3 | 1 | Feb 18, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Sketch-to-Photo Retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Pathological Multimodal Understanding | 3 | 2 | Feb 27, 2026 |
|---|
| Vehicle Insertion | 3 | 3 | Jul 1, 2026 |
|---|
| Compressive Sensing Image Reconstruction | 3 | 2 | Jun 4, 2026 |
|---|
| 1-way Few-shot Semantic Segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Multiple Object Grounding | 3 | 1 | Feb 18, 2026 |
|---|